From 3f5374bfc3c2e7145777827da0396396e9bd550a Mon Sep 17 00:00:00 2001
From: Aleksei Iaroslavtsev <aleksei.iaroslavtsev@mondu.ai>
Date: Sat, 11 May 2024 13:40:53 +0200
Subject: [PATCH 1/3] adapt utils

---
 Gemfile                     |  17 ++--
 Gemfile.lock                | 150 ------------------------------------
 app/models/buses_service.rb |   6 ++
 db/schema.rb                |  52 ++++++-------
 lib/tasks/utils.rake        |  70 ++++++++++++-----
 5 files changed, 94 insertions(+), 201 deletions(-)
 delete mode 100644 Gemfile.lock
 create mode 100644 app/models/buses_service.rb

diff --git a/Gemfile b/Gemfile
index e20b1260..52076400 100644
--- a/Gemfile
+++ b/Gemfile
@@ -1,26 +1,31 @@
+# frozen_string_literal: true
+
 source 'https://rubygems.org'
 git_source(:github) { |repo| "https://github.com/#{repo}.git" }
 
-ruby '2.6.3'
+ruby '3.2.4'
 
-gem 'rails', '~> 5.2.3'
+gem 'activerecord-import'
+gem 'bootsnap', '>= 1.1.0', require: false
 gem 'pg', '>= 0.18', '< 2.0'
 gem 'puma', '~> 3.11'
-gem 'bootsnap', '>= 1.1.0', require: false
+gem 'rails', '~> 6.1'
+gem 'stackprof'
+gem 'vernier', '~> 1.0'
 
 group :development, :test do
   # Call 'byebug' anywhere in the code to stop execution and get a debugger console
-  gem 'byebug', platforms: [:mri, :mingw, :x64_mingw]
+  gem 'byebug', platforms: %i[mri mingw x64_mingw]
 end
 
 group :development do
   # Access an interactive console on exception pages or by calling 'console' anywhere in the code.
-  gem 'web-console', '>= 3.3.0'
   gem 'listen', '>= 3.0.5', '< 3.2'
+  gem 'web-console', '>= 3.3.0'
 end
 
 group :test do
 end
 
 # Windows does not include zoneinfo files, so bundle the tzinfo-data gem
-gem 'tzinfo-data', platforms: [:mingw, :mswin, :x64_mingw, :jruby]
+gem 'tzinfo-data', platforms: %i[mingw mswin x64_mingw jruby]
diff --git a/Gemfile.lock b/Gemfile.lock
deleted file mode 100644
index fccf6f5f..00000000
--- a/Gemfile.lock
+++ /dev/null
@@ -1,150 +0,0 @@
-GEM
-  remote: https://rubygems.org/
-  specs:
-    actioncable (5.2.3)
-      actionpack (= 5.2.3)
-      nio4r (~> 2.0)
-      websocket-driver (>= 0.6.1)
-    actionmailer (5.2.3)
-      actionpack (= 5.2.3)
-      actionview (= 5.2.3)
-      activejob (= 5.2.3)
-      mail (~> 2.5, >= 2.5.4)
-      rails-dom-testing (~> 2.0)
-    actionpack (5.2.3)
-      actionview (= 5.2.3)
-      activesupport (= 5.2.3)
-      rack (~> 2.0)
-      rack-test (>= 0.6.3)
-      rails-dom-testing (~> 2.0)
-      rails-html-sanitizer (~> 1.0, >= 1.0.2)
-    actionview (5.2.3)
-      activesupport (= 5.2.3)
-      builder (~> 3.1)
-      erubi (~> 1.4)
-      rails-dom-testing (~> 2.0)
-      rails-html-sanitizer (~> 1.0, >= 1.0.3)
-    activejob (5.2.3)
-      activesupport (= 5.2.3)
-      globalid (>= 0.3.6)
-    activemodel (5.2.3)
-      activesupport (= 5.2.3)
-    activerecord (5.2.3)
-      activemodel (= 5.2.3)
-      activesupport (= 5.2.3)
-      arel (>= 9.0)
-    activestorage (5.2.3)
-      actionpack (= 5.2.3)
-      activerecord (= 5.2.3)
-      marcel (~> 0.3.1)
-    activesupport (5.2.3)
-      concurrent-ruby (~> 1.0, >= 1.0.2)
-      i18n (>= 0.7, < 2)
-      minitest (~> 5.1)
-      tzinfo (~> 1.1)
-    arel (9.0.0)
-    bindex (0.6.0)
-    bootsnap (1.4.2)
-      msgpack (~> 1.0)
-    builder (3.2.3)
-    byebug (11.0.1)
-    concurrent-ruby (1.1.5)
-    crass (1.0.4)
-    erubi (1.8.0)
-    ffi (1.10.0)
-    globalid (0.4.2)
-      activesupport (>= 4.2.0)
-    i18n (1.6.0)
-      concurrent-ruby (~> 1.0)
-    listen (3.1.5)
-      rb-fsevent (~> 0.9, >= 0.9.4)
-      rb-inotify (~> 0.9, >= 0.9.7)
-      ruby_dep (~> 1.2)
-    loofah (2.2.3)
-      crass (~> 1.0.2)
-      nokogiri (>= 1.5.9)
-    mail (2.7.1)
-      mini_mime (>= 0.1.1)
-    marcel (0.3.3)
-      mimemagic (~> 0.3.2)
-    method_source (0.9.2)
-    mimemagic (0.3.3)
-    mini_mime (1.0.1)
-    mini_portile2 (2.4.0)
-    minitest (5.11.3)
-    msgpack (1.2.9)
-    nio4r (2.3.1)
-    nokogiri (1.10.2)
-      mini_portile2 (~> 2.4.0)
-    pg (1.1.4)
-    puma (3.12.1)
-    rack (2.0.6)
-    rack-test (1.1.0)
-      rack (>= 1.0, < 3)
-    rails (5.2.3)
-      actioncable (= 5.2.3)
-      actionmailer (= 5.2.3)
-      actionpack (= 5.2.3)
-      actionview (= 5.2.3)
-      activejob (= 5.2.3)
-      activemodel (= 5.2.3)
-      activerecord (= 5.2.3)
-      activestorage (= 5.2.3)
-      activesupport (= 5.2.3)
-      bundler (>= 1.3.0)
-      railties (= 5.2.3)
-      sprockets-rails (>= 2.0.0)
-    rails-dom-testing (2.0.3)
-      activesupport (>= 4.2.0)
-      nokogiri (>= 1.6)
-    rails-html-sanitizer (1.0.4)
-      loofah (~> 2.2, >= 2.2.2)
-    railties (5.2.3)
-      actionpack (= 5.2.3)
-      activesupport (= 5.2.3)
-      method_source
-      rake (>= 0.8.7)
-      thor (>= 0.19.0, < 2.0)
-    rake (12.3.2)
-    rb-fsevent (0.10.3)
-    rb-inotify (0.10.0)
-      ffi (~> 1.0)
-    ruby_dep (1.5.0)
-    sprockets (3.7.2)
-      concurrent-ruby (~> 1.0)
-      rack (> 1, < 3)
-    sprockets-rails (3.2.1)
-      actionpack (>= 4.0)
-      activesupport (>= 4.0)
-      sprockets (>= 3.0.0)
-    thor (0.20.3)
-    thread_safe (0.3.6)
-    tzinfo (1.2.5)
-      thread_safe (~> 0.1)
-    web-console (3.7.0)
-      actionview (>= 5.0)
-      activemodel (>= 5.0)
-      bindex (>= 0.4.0)
-      railties (>= 5.0)
-    websocket-driver (0.7.0)
-      websocket-extensions (>= 0.1.0)
-    websocket-extensions (0.1.3)
-
-PLATFORMS
-  ruby
-
-DEPENDENCIES
-  bootsnap (>= 1.1.0)
-  byebug
-  listen (>= 3.0.5, < 3.2)
-  pg (>= 0.18, < 2.0)
-  puma (~> 3.11)
-  rails (~> 5.2.3)
-  tzinfo-data
-  web-console (>= 3.3.0)
-
-RUBY VERSION
-   ruby 2.6.3p62
-
-BUNDLED WITH
-   2.0.2
diff --git a/app/models/buses_service.rb b/app/models/buses_service.rb
new file mode 100644
index 00000000..976a0c10
--- /dev/null
+++ b/app/models/buses_service.rb
@@ -0,0 +1,6 @@
+# frozen_string_literal: true
+
+class BusesService < ApplicationRecord
+  belongs_to :bus
+  belongs_to :service
+end
diff --git a/db/schema.rb b/db/schema.rb
index f6921e45..d63a75e1 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -1,45 +1,45 @@
+# frozen_string_literal: true
+
 # This file is auto-generated from the current state of the database. Instead
 # of editing this file, please use the migrations feature of Active Record to
 # incrementally modify your database, and then regenerate this schema definition.
 #
-# Note that this schema.rb definition is the authoritative source for your
-# database schema. If you need to create the application database on another
-# system, you should be using db:schema:load, not running all the migrations
-# from scratch. The latter is a flawed and unsustainable approach (the more migrations
-# you'll amass, the slower it'll run and the greater likelihood for issues).
+# This file is the source Rails uses to define your schema when running `bin/rails
+# db:schema:load`. When creating a new database, `bin/rails db:schema:load` tends to
+# be faster and is potentially less error prone than running all of your
+# migrations from scratch. Old migrations may fail to apply correctly if those
+# migrations use external dependencies or application code.
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema.define(version: 2019_03_30_193044) do
-
+ActiveRecord::Schema.define(version: 20_190_330_193_044) do
   # These are extensions that must be enabled in order to support this database
-  enable_extension "plpgsql"
+  enable_extension 'plpgsql'
 
-  create_table "buses", force: :cascade do |t|
-    t.string "number"
-    t.string "model"
+  create_table 'buses', force: :cascade do |t|
+    t.string 'number'
+    t.string 'model'
   end
 
-  create_table "buses_services", force: :cascade do |t|
-    t.integer "bus_id"
-    t.integer "service_id"
+  create_table 'buses_services', force: :cascade do |t|
+    t.integer 'bus_id'
+    t.integer 'service_id'
   end
 
-  create_table "cities", force: :cascade do |t|
-    t.string "name"
+  create_table 'cities', force: :cascade do |t|
+    t.string 'name'
   end
 
-  create_table "services", force: :cascade do |t|
-    t.string "name"
+  create_table 'services', force: :cascade do |t|
+    t.string 'name'
   end
 
-  create_table "trips", force: :cascade do |t|
-    t.integer "from_id"
-    t.integer "to_id"
-    t.string "start_time"
-    t.integer "duration_minutes"
-    t.integer "price_cents"
-    t.integer "bus_id"
+  create_table 'trips', force: :cascade do |t|
+    t.integer 'from_id'
+    t.integer 'to_id'
+    t.string 'start_time'
+    t.integer 'duration_minutes'
+    t.integer 'price_cents'
+    t.integer 'bus_id'
   end
-
 end
diff --git a/lib/tasks/utils.rake b/lib/tasks/utils.rake
index 540fe871..1c1fa0b2 100644
--- a/lib/tasks/utils.rake
+++ b/lib/tasks/utils.rake
@@ -1,34 +1,66 @@
+# frozen_string_literal: true
+
 # Наивная загрузка данных из json-файла в БД
 # rake reload_json[fixtures/small.json]
+
 task :reload_json, [:file_name] => :environment do |_task, args|
-  json = JSON.parse(File.read(args.file_name))
+  # Vernier.run(out: "time_profile.json") do
+  profile = StackProf.run(mode: :wall, raw: true) do
+    # Rails.logger.level = Logger::DEBUG
+    # ActiveRecord::Base.logger = Logger.new STDOUT
 
-  ActiveRecord::Base.transaction do
     City.delete_all
     Bus.delete_all
     Service.delete_all
     Trip.delete_all
     ActiveRecord::Base.connection.execute('delete from buses_services;')
 
-    json.each do |trip|
-      from = City.find_or_create_by(name: trip['from'])
-      to = City.find_or_create_by(name: trip['to'])
+    json = JSON.parse(File.read(args.file_name))
+
+    ActiveRecord::Base.connection.execute <<-SQL
+      ALTER TABLE buses_services DROP CONSTRAINT IF EXISTS for_upsert;
+      ALTER TABLE buses_services
+        ADD CONSTRAINT for_upsert UNIQUE (bus_id, service_id);
+    SQL
+
+    ActiveRecord::Base.transaction do
+      cities = {}
+      ac_services = {}
+      ac_buses = {}
+      trips = []
       services = []
-      trip['bus']['services'].each do |service|
-        s = Service.find_or_create_by(name: service)
-        services << s
+
+      json.each do |trip|
+        cities[trip['from']] ||= City.create!(name: trip['from'])
+        cities[trip['to']] ||= City.create!(name: trip['to'])
+        ac_buses[trip['bus']['number']] ||= Bus.create(number: trip['bus']['number'], model: trip['bus']['model'])
+
+        trip['bus']['services'].each do |service|
+          ac_services[service] ||= Service.create!(name: service)
+          s = [ac_buses[trip['bus']['number']].id, ac_services[service].id]
+          services << s
+        end
+
+        trips << [cities[trip['from']].id, cities[trip['to']].id, trip['start_time'], trip['duration_minutes'],
+                  trip['price_cents'], ac_buses[trip['bus']['number']].id]
+
+        next unless trips.length == 1000
+
+        BusesService.import %i[bus_id service_id], services, validate: false, on_duplicate_key_ignore: true
+        Trip.import %i[from_id to_id start_time duration_minutes price_cents bus_id], trips, validate: false
+        trips = []
+        services = []
       end
-      bus = Bus.find_or_create_by(number: trip['bus']['number'])
-      bus.update(model: trip['bus']['model'], services: services)
-
-      Trip.create!(
-        from: from,
-        to: to,
-        bus: bus,
-        start_time: trip['start_time'],
-        duration_minutes: trip['duration_minutes'],
-        price_cents: trip['price_cents'],
-      )
+
+      BusesService.import %i[bus_id service_id], services, validate: false, on_duplicate_key_ignore: true
+      Trip.import %i[from_id to_id start_time duration_minutes price_cents bus_id], trips, validate: false
+      puts format('MEMORY USAGE: %d MB', (`ps -o rss= -p #{Process.pid}`.to_i / 1024))
     end
   end
+
+  ActiveRecord::Base.connection.execute <<-SQL
+      ALTER TABLE buses_services DROP CONSTRAINT IF EXISTS for_upsert;
+  SQL
+  File.write('stackprof.json', JSON.generate(profile))
+  # end
 end

From 2b7e3bfde7dc4b0f464fbee31164af12a5b5b816 Mon Sep 17 00:00:00 2001
From: Aleksei Iaroslavtsev <aleksei.iaroslavtsev@mondu.ai>
Date: Sat, 11 May 2024 14:21:26 +0200
Subject: [PATCH 2/3] remove n+1 and adapt view

---
 .ruby-version                       |  2 +-
 Gemfile                             |  3 +++
 app/controllers/trips_controller.rb |  2 +-
 app/views/trips/index.html.erb      | 17 +++++++++---
 config/environments/development.rb  |  9 +++++++
 config/routes.rb                    |  2 +-
 db/schema.rb                        | 42 ++++++++++++++---------------
 lib/tasks/utils.rake                |  6 ++---
 8 files changed, 52 insertions(+), 31 deletions(-)

diff --git a/.ruby-version b/.ruby-version
index ec1cf33c..351227fc 100644
--- a/.ruby-version
+++ b/.ruby-version
@@ -1 +1 @@
-2.6.3
+3.2.4
diff --git a/Gemfile b/Gemfile
index 52076400..d6f663bc 100644
--- a/Gemfile
+++ b/Gemfile
@@ -12,6 +12,9 @@ gem 'puma', '~> 3.11'
 gem 'rails', '~> 6.1'
 gem 'stackprof'
 gem 'vernier', '~> 1.0'
+gem 'rack-mini-profiler'
+gem 'bullet'
+gem 'memory_profiler'
 
 group :development, :test do
   # Call 'byebug' anywhere in the code to stop execution and get a debugger console
diff --git a/app/controllers/trips_controller.rb b/app/controllers/trips_controller.rb
index acb38be2..1431925c 100644
--- a/app/controllers/trips_controller.rb
+++ b/app/controllers/trips_controller.rb
@@ -2,6 +2,6 @@ class TripsController < ApplicationController
   def index
     @from = City.find_by_name!(params[:from])
     @to = City.find_by_name!(params[:to])
-    @trips = Trip.where(from: @from, to: @to).order(:start_time)
+    @trips = Trip.includes(bus: :services).where(from: @from, to: @to).order(:start_time)
   end
 end
diff --git a/app/views/trips/index.html.erb b/app/views/trips/index.html.erb
index a60bce41..c941e529 100644
--- a/app/views/trips/index.html.erb
+++ b/app/views/trips/index.html.erb
@@ -7,10 +7,19 @@
 
 <% @trips.each do |trip| %>
   <ul>
-    <%= render "trip", trip: trip %>
-    <% if trip.bus.services.present? %>
-      <%= render "services", services: trip.bus.services %>
+    <li><%= "Отправление: #{trip.start_time}" %></li>
+    <li><%= "Прибытие: #{(Time.parse(trip.start_time) + trip.duration_minutes.minutes).strftime('%H:%M')}" %></li>
+    <li><%= "В пути: #{trip.duration_minutes / 60}ч. #{trip.duration_minutes % 60}мин." %></li>
+    <li><%= "Цена: #{trip.price_cents / 100}р. #{trip.price_cents % 100}коп." %></li>
+    <li><%= "Автобус: #{trip.bus.model} №#{trip.bus.number}" %></li>
+    <% if trip.bus.services.any? %>
+      <li>Сервисы в автобусе:</li>
+      <ul>
+        <% trip.bus.services.each do |service| %>
+          <li><%= "#{service.name}" %></li>
+        <% end %>
+      </ul>
     <% end %>
   </ul>
-  <%= render "delimiter" %>
+  ====================================================
 <% end %>
diff --git a/config/environments/development.rb b/config/environments/development.rb
index 1311e3e4..8468e80a 100644
--- a/config/environments/development.rb
+++ b/config/environments/development.rb
@@ -1,4 +1,13 @@
 Rails.application.configure do
+  # config.after_initialize do
+  #   Bullet.enable        = true
+  #   Bullet.alert         = true
+  #   Bullet.bullet_logger = true
+  #   Bullet.console       = true
+  #   Bullet.rails_logger  = true
+  #   Bullet.add_footer    = true
+  # end
+
   # Settings specified here will take precedence over those in config/application.rb.
 
   # In the development environment your application's code is reloaded on
diff --git a/config/routes.rb b/config/routes.rb
index a2da6a7b..a44d0a82 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -1,5 +1,5 @@
 Rails.application.routes.draw do
   # For details on the DSL available within this file, see http://guides.rubyonrails.org/routing.html
-  get "/" => "statistics#index"
+  # get "/" => "statistics#index"
   get "автобусы/:from/:to" => "trips#index"
 end
diff --git a/db/schema.rb b/db/schema.rb
index d63a75e1..09e263b6 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -1,5 +1,3 @@
-# frozen_string_literal: true
-
 # This file is auto-generated from the current state of the database. Instead
 # of editing this file, please use the migrations feature of Active Record to
 # incrementally modify your database, and then regenerate this schema definition.
@@ -12,34 +10,36 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema.define(version: 20_190_330_193_044) do
+ActiveRecord::Schema.define(version: 2019_03_30_193044) do
+
   # These are extensions that must be enabled in order to support this database
-  enable_extension 'plpgsql'
+  enable_extension "plpgsql"
 
-  create_table 'buses', force: :cascade do |t|
-    t.string 'number'
-    t.string 'model'
+  create_table "buses", force: :cascade do |t|
+    t.string "number"
+    t.string "model"
   end
 
-  create_table 'buses_services', force: :cascade do |t|
-    t.integer 'bus_id'
-    t.integer 'service_id'
+  create_table "buses_services", force: :cascade do |t|
+    t.integer "bus_id"
+    t.integer "service_id"
   end
 
-  create_table 'cities', force: :cascade do |t|
-    t.string 'name'
+  create_table "cities", force: :cascade do |t|
+    t.string "name"
   end
 
-  create_table 'services', force: :cascade do |t|
-    t.string 'name'
+  create_table "services", force: :cascade do |t|
+    t.string "name"
   end
 
-  create_table 'trips', force: :cascade do |t|
-    t.integer 'from_id'
-    t.integer 'to_id'
-    t.string 'start_time'
-    t.integer 'duration_minutes'
-    t.integer 'price_cents'
-    t.integer 'bus_id'
+  create_table "trips", force: :cascade do |t|
+    t.integer "from_id"
+    t.integer "to_id"
+    t.string "start_time"
+    t.integer "duration_minutes"
+    t.integer "price_cents"
+    t.integer "bus_id"
   end
+
 end
diff --git a/lib/tasks/utils.rake b/lib/tasks/utils.rake
index 1c1fa0b2..623a97e9 100644
--- a/lib/tasks/utils.rake
+++ b/lib/tasks/utils.rake
@@ -5,7 +5,7 @@
 
 task :reload_json, [:file_name] => :environment do |_task, args|
   # Vernier.run(out: "time_profile.json") do
-  profile = StackProf.run(mode: :wall, raw: true) do
+  # profile = StackProf.run(mode: :wall, raw: true) do
     # Rails.logger.level = Logger::DEBUG
     # ActiveRecord::Base.logger = Logger.new STDOUT
 
@@ -54,9 +54,9 @@ task :reload_json, [:file_name] => :environment do |_task, args|
 
       BusesService.import %i[bus_id service_id], services, validate: false, on_duplicate_key_ignore: true
       Trip.import %i[from_id to_id start_time duration_minutes price_cents bus_id], trips, validate: false
-      puts format('MEMORY USAGE: %d MB', (`ps -o rss= -p #{Process.pid}`.to_i / 1024))
+      # puts format('MEMORY USAGE: %d MB', (`ps -o rss= -p #{Process.pid}`.to_i / 1024))
     end
-  end
+  # end
 
   ActiveRecord::Base.connection.execute <<-SQL
       ALTER TABLE buses_services DROP CONSTRAINT IF EXISTS for_upsert;

From 6ac1542c0d385dd5ed416979cf8f7ec60928aea8 Mon Sep 17 00:00:00 2001
From: Aleksei Iaroslavtsev <aleksei.iaroslavtsev@mondu.ai>
Date: Sat, 11 May 2024 21:25:29 +0200
Subject: [PATCH 3/3] add report

---
 Gemfile          |   4 +-
 Gemfile.lock     | 206 +++++++++++++++++++++++++++++++++++++++++++++++
 case-study.md    |  33 ++++++++
 config/routes.rb |   1 +
 db/schema.rb     |   5 +-
 img.png          | Bin 0 -> 32287 bytes
 6 files changed, 247 insertions(+), 2 deletions(-)
 create mode 100644 Gemfile.lock
 create mode 100644 case-study.md
 create mode 100644 img.png

diff --git a/Gemfile b/Gemfile
index d6f663bc..61ebaeaf 100644
--- a/Gemfile
+++ b/Gemfile
@@ -12,9 +12,11 @@ gem 'puma', '~> 3.11'
 gem 'rails', '~> 6.1'
 gem 'stackprof'
 gem 'vernier', '~> 1.0'
-gem 'rack-mini-profiler'
+# gem 'rack-mini-profiler'
 gem 'bullet'
 gem 'memory_profiler'
+gem "pghero"
+gem "pg_query", ">= 2"
 
 group :development, :test do
   # Call 'byebug' anywhere in the code to stop execution and get a debugger console
diff --git a/Gemfile.lock b/Gemfile.lock
new file mode 100644
index 00000000..7fc33310
--- /dev/null
+++ b/Gemfile.lock
@@ -0,0 +1,206 @@
+GEM
+  remote: https://rubygems.org/
+  specs:
+    actioncable (6.1.7.7)
+      actionpack (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      nio4r (~> 2.0)
+      websocket-driver (>= 0.6.1)
+    actionmailbox (6.1.7.7)
+      actionpack (= 6.1.7.7)
+      activejob (= 6.1.7.7)
+      activerecord (= 6.1.7.7)
+      activestorage (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      mail (>= 2.7.1)
+    actionmailer (6.1.7.7)
+      actionpack (= 6.1.7.7)
+      actionview (= 6.1.7.7)
+      activejob (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      mail (~> 2.5, >= 2.5.4)
+      rails-dom-testing (~> 2.0)
+    actionpack (6.1.7.7)
+      actionview (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      rack (~> 2.0, >= 2.0.9)
+      rack-test (>= 0.6.3)
+      rails-dom-testing (~> 2.0)
+      rails-html-sanitizer (~> 1.0, >= 1.2.0)
+    actiontext (6.1.7.7)
+      actionpack (= 6.1.7.7)
+      activerecord (= 6.1.7.7)
+      activestorage (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      nokogiri (>= 1.8.5)
+    actionview (6.1.7.7)
+      activesupport (= 6.1.7.7)
+      builder (~> 3.1)
+      erubi (~> 1.4)
+      rails-dom-testing (~> 2.0)
+      rails-html-sanitizer (~> 1.1, >= 1.2.0)
+    activejob (6.1.7.7)
+      activesupport (= 6.1.7.7)
+      globalid (>= 0.3.6)
+    activemodel (6.1.7.7)
+      activesupport (= 6.1.7.7)
+    activerecord (6.1.7.7)
+      activemodel (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+    activerecord-import (1.6.0)
+      activerecord (>= 4.2)
+    activestorage (6.1.7.7)
+      actionpack (= 6.1.7.7)
+      activejob (= 6.1.7.7)
+      activerecord (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      marcel (~> 1.0)
+      mini_mime (>= 1.1.0)
+    activesupport (6.1.7.7)
+      concurrent-ruby (~> 1.0, >= 1.0.2)
+      i18n (>= 1.6, < 2)
+      minitest (>= 5.1)
+      tzinfo (~> 2.0)
+      zeitwerk (~> 2.3)
+    bindex (0.8.1)
+    bootsnap (1.18.3)
+      msgpack (~> 1.2)
+    builder (3.2.4)
+    bullet (7.1.6)
+      activesupport (>= 3.0.0)
+      uniform_notifier (~> 1.11)
+    byebug (11.1.3)
+    concurrent-ruby (1.2.3)
+    crass (1.0.6)
+    date (3.3.4)
+    erubi (1.12.0)
+    ffi (1.16.3)
+    globalid (1.2.1)
+      activesupport (>= 6.1)
+    google-protobuf (4.26.1-arm64-darwin)
+      rake (>= 13)
+    i18n (1.14.5)
+      concurrent-ruby (~> 1.0)
+    listen (3.0.8)
+      rb-fsevent (~> 0.9, >= 0.9.4)
+      rb-inotify (~> 0.9, >= 0.9.7)
+    loofah (2.22.0)
+      crass (~> 1.0.2)
+      nokogiri (>= 1.12.0)
+    mail (2.8.1)
+      mini_mime (>= 0.1.1)
+      net-imap
+      net-pop
+      net-smtp
+    marcel (1.0.4)
+    memory_profiler (1.0.1)
+    method_source (1.1.0)
+    mini_mime (1.1.5)
+    minitest (5.22.3)
+    msgpack (1.7.2)
+    net-imap (0.4.11)
+      date
+      net-protocol
+    net-pop (0.1.2)
+      net-protocol
+    net-protocol (0.2.2)
+      timeout
+    net-smtp (0.5.0)
+      net-protocol
+    nio4r (2.7.3)
+    nokogiri (1.16.4-arm64-darwin)
+      racc (~> 1.4)
+    pg (1.5.6)
+    pg_query (5.1.0)
+      google-protobuf (>= 3.22.3)
+    pghero (3.4.1)
+      activerecord (>= 6)
+    puma (3.12.6)
+    racc (1.7.3)
+    rack (2.2.9)
+    rack-mini-profiler (3.3.1)
+      rack (>= 1.2.0)
+    rack-test (2.1.0)
+      rack (>= 1.3)
+    rails (6.1.7.7)
+      actioncable (= 6.1.7.7)
+      actionmailbox (= 6.1.7.7)
+      actionmailer (= 6.1.7.7)
+      actionpack (= 6.1.7.7)
+      actiontext (= 6.1.7.7)
+      actionview (= 6.1.7.7)
+      activejob (= 6.1.7.7)
+      activemodel (= 6.1.7.7)
+      activerecord (= 6.1.7.7)
+      activestorage (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      bundler (>= 1.15.0)
+      railties (= 6.1.7.7)
+      sprockets-rails (>= 2.0.0)
+    rails-dom-testing (2.2.0)
+      activesupport (>= 5.0.0)
+      minitest
+      nokogiri (>= 1.6)
+    rails-html-sanitizer (1.6.0)
+      loofah (~> 2.21)
+      nokogiri (~> 1.14)
+    railties (6.1.7.7)
+      actionpack (= 6.1.7.7)
+      activesupport (= 6.1.7.7)
+      method_source
+      rake (>= 12.2)
+      thor (~> 1.0)
+    rake (13.2.1)
+    rb-fsevent (0.11.2)
+    rb-inotify (0.10.1)
+      ffi (~> 1.0)
+    sprockets (4.2.1)
+      concurrent-ruby (~> 1.0)
+      rack (>= 2.2.4, < 4)
+    sprockets-rails (3.4.2)
+      actionpack (>= 5.2)
+      activesupport (>= 5.2)
+      sprockets (>= 3.0.0)
+    stackprof (0.2.26)
+    thor (1.3.1)
+    timeout (0.4.1)
+    tzinfo (2.0.6)
+      concurrent-ruby (~> 1.0)
+    uniform_notifier (1.16.0)
+    vernier (1.0.1)
+    web-console (3.7.0)
+      actionview (>= 5.0)
+      activemodel (>= 5.0)
+      bindex (>= 0.4.0)
+      railties (>= 5.0)
+    websocket-driver (0.7.6)
+      websocket-extensions (>= 0.1.0)
+    websocket-extensions (0.1.5)
+    zeitwerk (2.6.13)
+
+PLATFORMS
+  arm64-darwin-23
+
+DEPENDENCIES
+  activerecord-import
+  bootsnap (>= 1.1.0)
+  bullet
+  byebug
+  listen (>= 3.0.5, < 3.2)
+  memory_profiler
+  pg (>= 0.18, < 2.0)
+  pg_query (>= 2)
+  pghero
+  puma (~> 3.11)
+  rack-mini-profiler
+  rails (~> 6.1)
+  stackprof
+  tzinfo-data
+  vernier (~> 1.0)
+  web-console (>= 3.3.0)
+
+RUBY VERSION
+   ruby 3.2.4p170
+
+BUNDLED WITH
+   2.4.19
diff --git a/case-study.md b/case-study.md
new file mode 100644
index 00000000..c22828e4
--- /dev/null
+++ b/case-study.md
@@ -0,0 +1,33 @@
+# Case-study Report
+
+## Актуальная проблема
+
+Нужно оптимизировать импорт данных и отображение рассписаний:
+- `rake reload_json[fixtures/large.json]` должнен выполняться в пределах минуты; 
+- загрузка страницы `автобусы/Самара/Москва` должна укалывать в 200 мс;
+
+
+## Формирование метрики
+Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы измеряется время выполнения импорта данных для файла large и скорость закрузки стратрицы.
+
+
+## Главные точки роста
+Для того, чтобы найти "точки роста" для оптимизации я воспользовался инструментами rack-mini-profiler, memory-profiler, pghero и bullet.
+
+
+### Hаходки
+- Использовал gem activerecord-import и следовал рекомендациям по импорту данных: создал вспомогательные справочники для  `cities`, `buses` и использовал `on_duplicate_key_ignore` в связке с `CONSTRAINT for_upsert UNIQUE (bus_id, service_id)`
+  * Время выполнения импорта файла `fixtures/large.json` составило 24 секунды
+- Профилирование показало, что значительное время уходит на `ActiveModel::AttributeMethods#method_missing` при формировании данных для импорта. Для ускорения данные для импорта формировались с id объекта из справочтика, а не с объектом из справочника. 
+  * ![img.png](img.png)
+  * Время выполнения импорта файла `fixtures/large.json` составило 18 секунд вместо 24 секунд
+  
+- Гем bullet показал наличие n+1 при загрузки страницы `автобусы/Самара/Москва`
+    * Первым шагом было добалвение загрузки связанных объектов Bus с помощью `includes` для Trip. Время загрузки значительно не изменилось: было 2095.1ms стало 2290ms
+    * Вторым шагом было добавлние загрузки связанных объектов Services с помощью `includes`  для Trip и Bus. Время загрузки уменьшилось до 548ms
+- Логи показали много обращений к шаблон для рендера
+    * Создание общего шаблона для рендера без вложенных шаблонов уменьшило время загрузки страницы `автобусы/Самара/Москва` до 178ms
+- Добавление индексов согласно рекомендациям PG Hero сократило время загрузки до 156ms
+
+## Результаты
+В результате проделанной оптимизации удалось обработать большой файл с данными за целевое время и значительно ускорить загрузку страницы
diff --git a/config/routes.rb b/config/routes.rb
index a44d0a82..4526e018 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -2,4 +2,5 @@
   # For details on the DSL available within this file, see http://guides.rubyonrails.org/routing.html
   # get "/" => "statistics#index"
   get "автобусы/:from/:to" => "trips#index"
+  mount PgHero::Engine, at: "pghero"
 end
diff --git a/db/schema.rb b/db/schema.rb
index 09e263b6..d96f7b5c 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -10,9 +10,10 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema.define(version: 2019_03_30_193044) do
+ActiveRecord::Schema.define(version: 2024_05_11_124734) do
 
   # These are extensions that must be enabled in order to support this database
+  enable_extension "pg_stat_statements"
   enable_extension "plpgsql"
 
   create_table "buses", force: :cascade do |t|
@@ -23,6 +24,7 @@
   create_table "buses_services", force: :cascade do |t|
     t.integer "bus_id"
     t.integer "service_id"
+    t.index ["bus_id"], name: "index_buses_services_on_bus_id"
   end
 
   create_table "cities", force: :cascade do |t|
@@ -40,6 +42,7 @@
     t.integer "duration_minutes"
     t.integer "price_cents"
     t.integer "bus_id"
+    t.index ["from_id", "to_id"], name: "index_trips_on_from_id_and_to_id"
   end
 
 end
diff --git a/img.png b/img.png
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